Albina Jetybayeva. DSE511. Project 1.

Task 3. Compare the countries with different levels of quarantine rules.

The motivation for this analysis was to compare the countries with different levels of lockdown rules (how strict they are) and see the effect on the covid cases trends.

Consider the cases for each country: New Zealand, South Korea, Germany, Norway, Kazakhstan, Italy, the USA.

To compare the countries and see the effect of strictness level of lockdown and quarantine rules on the number of confirmed cases a few assumptions will be made:

Note

To consider USA case, I used the files from csse covid 19 daily report us: https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_daily_reports_us. Just to have more accurate data.

Korea and USA have the same dates, so I renamed the original file for US "04-20-2020.csv" to "04-20-2020us.csv".

Notes

It would be also interesting to see the deaths trends for these countries.

Check the current state of the countries

Use mapping to see the recent data for these countries on September 17, 2021. The bubbles size will show case fatality ratio, and each bubble when clicked will demonstrate the name of a country and number of confirmed cases.

Summary

Reference

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_New_Zealand#:~:text=The%20first%20case%20of%20the,3%2C658%20confirmed%20and%20356%20probable

https://www.worldometers.info/world-population/new-zealand-population/

https://www.csis.org/analysis/timeline-south-koreas-response-covid-19

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_South_Korea

https://www.worldometers.info/world-population/south-korea-population/

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Germany#:~:text=The%20COVID%2D19%20pandemic%20in,was%20confirmed%20near%20Munich%2C%20Bavaria

https://www.worldometers.info/world-population/germany-population/

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Kazakhstan

https://www.worldometers.info/world-population/kazakhstan-population/

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_the_United_States

https://www.worldometers.info/world-population/us-population/

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Italy

https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Norway

https://www.worldometers.info/world-population/norway-population/

https://www.fodors.com/news/photos/these-9-countries-have-the-strictest-covid-restrictions-for-travelers

https://python-visualization.github.io/folium/modules.html

https://www.kaggle.com/parulpandey/wuhan-coronavirus-a-geographical-analysis/data

https://www.kaggle.com/arpandas65/covid-19-regional-and-time-series-data-analysis